
Johannes Berg
Statistical physics of biological systems
- cancer evolution
- evolution of cancer drug resistance
Disordered systems
- inverse Ising problem
- statistical physics of inference
Stochastic systems
- network inference
- stochastic population dynamics
Selected publications
-
High-density sampling reveals volume growth in human tumours,
A.Angaji, M. Owusu, C. Velling, N. Dick, D. Weghorn, J. Berg, eLife13:RP95338 (2024) -
Characterizing Evolutionary Dynamics Reveals Strategies to Exhaust the Spectrum of Subclonal Resistance in EGFR-Mutant Lung Cancer,
N. Müller, (...), J. Berg, and J. Brägelmann, Cancer Research 83 (15): 2471–2479 (2023) -
Inverse statistical problems: from the inverse Ising problem to data science,
H.C. Nguyen, R. Zecchina and J. Berg, Advances in Physics, 66 (3), 197-261 (2017) -
Dynamic BMP signaling polarized by Toll patterns the dorsoventral axis in a hemimetabolous insect,
L. Sachs, Y.-T. Chen, A. Drechsler, J. A. Lynch, K. A. Panfilio, M. Lässig, J. Berg, and S. Roth, eLife 4:e05502 (2015) -
What makes the lac-pathway switch: identifying the fluctuations that
trigger phenotype switching in gene regulatory systems,
P. Bhogale, R. Sorg, J.-W. Veening, J. Berg, Nucleic Acids Research 42 (18),11321–11328 (2014)
Contact
Prof. Dr. Johannes Berg
Institute for
Biological Physics
University of Cologne
Zülpicher Straße 77
50937 Köln, Germany
Tel.: +49 (221) 470 3286
Fax.: +49 (221) 470 1055
Office: 207
bergj_at_uni-koeln.de
Hours by appointment; Sprechstunde nach Vereinbarung
Impressum
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